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-rw-r--r--ethosu/vela/tensor.py7
1 files changed, 7 insertions, 0 deletions
diff --git a/ethosu/vela/tensor.py b/ethosu/vela/tensor.py
index 3601c929..b07b4dc3 100644
--- a/ethosu/vela/tensor.py
+++ b/ethosu/vela/tensor.py
@@ -246,6 +246,13 @@ class QuantizationParameters:
return None not in (self.scale_f32, self.zero_point)
+ def is_per_axis(self):
+ """Returns True if either the scale, zero point, minimum or maximum values are arrays"""
+ for attr in ("scale_f32", "zero_point", "min", "max"):
+ if isinstance(getattr(self, attr), np.ndarray):
+ return True
+ return False
+
def create_const_tensor(name, shape, dtype, values, value_dtype=None, purpose=TensorPurpose.Unknown, quantization=None):
# Tensor